{"id":"https://openalex.org/W4405113167","doi":"https://doi.org/10.1016/j.procs.2024.11.182","title":"Prediction of student dropout using Artificial Intelligence algorithms","display_name":"Prediction of student dropout using Artificial Intelligence algorithms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405113167","doi":"https://doi.org/10.1016/j.procs.2024.11.182"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.11.182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.11.182","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.11.182","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087811055","display_name":"Jean\u2010Marc Martinez","orcid":"https://orcid.org/0000-0003-1281-9614"},"institutions":[{"id":"https://openalex.org/I4210132124","display_name":"National Autonomous University of Honduras","ror":null,"country_code":"HN","type":null,"lineage":["https://openalex.org/I4210132124"]}],"countries":["HN"],"is_corresponding":true,"raw_author_name":"Jairo Mart\u00ednez","raw_affiliation_strings":["Administrative Informatics Coordinator at Universidad Nacional Aut\u00f3noma de Honduras, Danl\u00ed, Honduras"],"affiliations":[{"raw_affiliation_string":"Administrative Informatics Coordinator at Universidad Nacional Aut\u00f3noma de Honduras, Danl\u00ed, Honduras","institution_ids":["https://openalex.org/I4210132124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075894185","display_name":"Dodanim Castillo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161426","display_name":"Central American Adventist University","ror":"https://ror.org/05ede8r89","country_code":"CR","type":"education","lineage":["https://openalex.org/I4210161426"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Dodanim Castillo","raw_affiliation_strings":["Director of the School of Engineering at Universidad Adventista de Centroam\u00e9erica, Alajuela, Costa Rica"],"affiliations":[{"raw_affiliation_string":"Director of the School of Engineering at Universidad Adventista de Centroam\u00e9erica, Alajuela, Costa Rica","institution_ids":["https://openalex.org/I4210161426"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087811055"],"corresponding_institution_ids":["https://openalex.org/I4210132124"],"apc_list":null,"apc_paid":null,"fwci":1.7158,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8895749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"251","issue":null,"first_page":"764","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9183199405670166},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.731960654258728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4615362584590912},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4586153030395508},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.454125314950943}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9183199405670166},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.731960654258728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4615362584590912},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4586153030395508},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.454125314950943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2024.11.182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.11.182","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.11.182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.11.182","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2885632532","https://openalex.org/W2967938568","https://openalex.org/W2994605497","https://openalex.org/W4205839168","https://openalex.org/W4293103712","https://openalex.org/W4307948039","https://openalex.org/W4380787225","https://openalex.org/W4381389473","https://openalex.org/W4384824648","https://openalex.org/W4387797206","https://openalex.org/W4388304700","https://openalex.org/W6755065080","https://openalex.org/W6842644508","https://openalex.org/W6846413119","https://openalex.org/W6853419258","https://openalex.org/W6855366716"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"In":[0],"higher":[1],"education,":[2],"there":[3],"is":[4,28],"a":[5,26,30,39,72],"significant":[6],"problem":[7],"in":[8,20,75],"predicting":[9,24],"student":[10,27],"dropout.":[11,33],"Various":[12],"artificial":[13],"intelligence":[14],"techniques":[15],"are":[16],"an":[17,91],"important":[18],"contribution":[19],"the":[21,53,63,76,80],"mission":[22],"of":[23,45,79,93],"when":[25],"potentially":[29],"candidate":[31],"to":[32,38,43,70],"The":[34,84],"study":[35],"was":[36,68,88],"applied":[37],"dataset":[40,54],"from":[41],"2012":[42],"2023":[44],"academic":[46],"grades":[47],"and":[48,60],"demographic":[49],"data.":[50],"By":[51],"dividing":[52],"into":[55,62],"its":[56],"first":[57,64,81],"five":[58],"semesters":[59],"then":[61],"three":[65],"semesters,":[66],"it":[67],"possible":[69],"obtain":[71],"slight":[73],"improvement":[74],"dropout":[77],"rate":[78],"school":[82],"year.":[83],"best":[85],"performing":[86],"algorithm":[87],"GradientBoostedTree,":[89],"with":[90],"accuracy":[92],"0.":[94],"954365.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-01-19T04:01:09.351973","created_date":"2025-10-10T00:00:00"}